Create or extend reusable Terraform modules with proper structure, interfaces, and documentation.
Expert C4 Container-level documentation specialist.
Design a cache invalidation and eviction strategy — event-driven invalidation and thundering herd prevention.
CloudBase Run backend development rules (Function mode/Container mode).
Use when working with Canton Network participants, DAML smart contracts, Splice applications, or debugging LF version and package ID issues.
This skill should be used when the user wants to "create an agent project", "start a new ADK project", "build me a new agent", "add CI/CD…
Integrate CAST AI policy validation and cost checks into CI/CD pipelines.
Configure CAST AI autoscaler policies and node templates for cost optimization.
Configure CAST AI Workload Autoscaler for pod-level right-sizing and
Maximize Kubernetes cost savings with CAST AI spot strategies and right-sizing.
Deploy CAST AI across multi-cloud Kubernetes clusters with Terraform
Query CAST AI cluster savings report and node inventory.
Set up a local Kubernetes development loop with CAST AI cost monitoring.
CAST AI reference architecture for multi-cluster Kubernetes cost optimization.
Production-ready CAST AI REST API wrapper patterns in TypeScript and
Upgrade CAST AI Helm charts, Terraform provider, and agent components.
Automates release process: CHANGELOG update, version bump, and tag creation.
Adversarial reviewer that stress-tests other agents' outputs for reasoning gaps, unsupported assumptions, over-engineering, and missed…
Automate changelog generation from commits, PRs, and releases following Keep a Changelog format.
Draft changelog PRs by collecting GitHub/Slack/Git changes, formatting
Automate multi-crate Rust workspace releases with single-commit tagging strategy